Selective Journal Papers [See more in Google Scholar]

1. Deep Graph Convolutional Autoencoder with Conditional Normalizing Flow for Power Distribution Systems Fault Classification and Location

M Saffari, M Khodayar, ME Khodayar, SS Fazlhashemi

IEEE Transactions on Artificial Intelligence; 2025

2. Spatiotemporal Deep Learning for Power System Applications: A Survey

M Saffari, M Khodayar

IEEE Aceess; 2024

3. Physics-Informed Graph Capsule Generative Autoencoder for Probabilistic AC Optimal Power Flow

M Saffari, M Khodayar, ME Khodayar

IEEE Transactions on Emerging Topics in Computational Intelligence; 2024

4. Low-Rank Sparse Generative Adversarial Unsupervised Domain Adaptation for Multi-Target Traffic Scene Semantic Segmentation

M Saffari, M Khodayar

IEEE Transactions on Industrial Informatics; 2023

5. Behind-the-Meter Load and PV Disaggregation via Deep Spatiotemporal Graph Generative Sparse Coding With Capsule Network

M Saffari, M Khodayar, ME Khodayar, M Shahidehpour

IEEE Transactions on Neural Networks and Learning Systems; 2023

6. Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification

M Saffari, M Khodayar, SMJ Jalali

IEEE Transactions on Emerging Topics in Computational Intelligence; 2023

7. Deep attention and generative neural networks for nonintrusive load monitoring

J Regan, M Saffari, M Khodayar

The Electricity; 2022

8. Interval deep learning architecture with rough pattern recognition and fuzzy inference for short-term wind speed forecasting

M Khodayar, M Saffari, M Williams, SMJ Jalali; 

Energy, 2022

9. Maximum Relevance Minimum Redundancy Dropout with Informative Kernel Determinantal Point Process

M Saffari, M Khodayar, MS Ebrahimi Saadabadi, AF Sequeira, Jaime S. Cardoso; Sensors; 2021

Selective Conference Papers

1. Sparse Attention Graph Gated Recurrent Unit for Spatiotemporal Behind-The-Meter Load and PV Disaggregation

M Khodayar, AF Bavil, M Saffari

16th International Conference on Electronics, Computers and Artificial Intelligence, IEEE; 2024

2. Random weights rough neural network for glaucoma diagnosis

M Saffari, M Khodayar, M Teshnehlab

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery: Proceedings of the ICNC-FSKD; 2021

3. My eyes are up here: Promoting focus on uncovered regions in masked face recognition

PC Neto, F Boutros, JR Pinto, M Saffari, N Damer, AF Sequeira

IEEE International Conference of the Biometrics Special Interest Group (BIOSIG); 2021

4. Robust wind speed forecasting: A deep spatio-temporal approach

M Saffari, M Williams, M Khodayar, M Shafie-khah, JPS Catalão; IEEE International Conference on Environment and Electrical Engineering; 2021

5. Deep convolutional graph rough variational auto-encoder for short-term photovoltaic power forecasting

M Saffari, M Khodayar, SMJ Jalali, M Shafie-khah, JPS Catalão; International Conference on Smart Energy Systems and Technologies; 2021

6. Neural control of mobile robot motion based on feedback error learning and mimetic structure

A Noormohammadi-Asl, M Saffari, M Teshnehlab; Iranian Conference on Electrical Engineering (ICEE); 2021